Graphics Processing Unit (GPU) stories
The startup gains faster access to scarce AI compute as it prepares to scale model training across both TPU and Nvidia systems.
The modular units aim to ease AI compute bottlenecks by bringing 1 megawatt of capacity online in weeks, not years.
Most of Sharon AI's Australian AI Factory capacity is now spoken for, with revenue from the USD $373 million deal due from early 2027.
Exposed BMCs can let attackers take persistent control of servers, with nearly 25,000 systems leaking password data before login.
The deal could let enterprises serve more AI models on fewer GPUs by shifting cache data into DRAM, SSDs and remote storage.
Customers facing soaring AI compute demands will get access to one of the first cloud offerings of AMD's latest large-memory GPU and rackscale system.
Helios racks and new Instinct chips put AMD deeper into AI infrastructure as it courts major customers and challenges Nvidia.
Enterprises could see better GPU use as the partnership aims to cut data delays that slow AI training, inference and analytics.
Developers can now run accelerator-heavy AI workloads on managed GKE Autopilot without handling node setup or low-level network allocation.
Enterprises can now run governed AI workloads faster, as the validated stack aims to cut integration delays and simplify deployment across environments.
Demand for production-ready AI agents is pushing Google to reframe Cloud Run as a platform for long-running, data-driven workloads.
The new model could ease access to scarce AI computing for startups and cloud providers, while giving NVIDIA a recurring revenue stream.
AI-driven demand could overwhelm available capacity by 2030, with spending on servers and GPUs pushing supply short of need across key markets.
Demand for sovereign AI compute has forced the Gagarin site to expand within weeks, with capacity set to rise to 5MW by year-end.
In a seven-month test, the specialist model answered more banking queries than GPT-4.1 while refusing uncertain prompts less often than expected.
Australian buyers are weighing convenience against control as desktop PC demand rises, with local warranties and faster access swaying choices.
The Australian AI infrastructure provider is betting on onshore data control as it seeks AUD $40 million from investors in a fully underwritten float.
AI agents could run faster and keep graphics processors busier as Nvidia's Vera chip targets the bottlenecks that slow data centre workloads.
Research papers at ICML 2026 increasingly leaned on NVIDIA's chips and open models, underlining its reach across robotics, biomedicine and AI.
NVIDIA says US AI demand will add USD $485 billion to GDP in 2026 as it expands chip, systems and data centre manufacturing.